Triple
T4040816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough, Massachusetts |
E83941
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Marlborough Public Library
Marlborough Public Library is the main public library serving the residents of Marlborough, Massachusetts with lending materials, community programs, and information services.
|
E408892
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Marlborough Public Library | Statement: [Marlborough, Massachusetts, hasPublicLibrary, Marlborough Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough Public Library Context triple: [Marlborough, Massachusetts, hasPublicLibrary, Marlborough Public Library]
-
A.
Milton Public Library
Milton Public Library is the main public library serving the town of Milton, Massachusetts, providing community access to books, media, and educational programs.
-
B.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local programs.
-
C.
Melrose Public Library
Melrose Public Library is the main public library serving the residents of Melrose, Massachusetts, providing access to books, digital resources, and community programs.
-
D.
Hampden Public Library
Hampden Public Library is the main public library serving the residents of Hampden, Maine, providing access to books, media, and community programs.
-
E.
Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational programs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Marlborough Public Library Triple: [Marlborough, Massachusetts, hasPublicLibrary, Marlborough Public Library]
Generated description
Marlborough Public Library is the main public library serving the residents of Marlborough, Massachusetts with lending materials, community programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlborough Public Library Target entity description: Marlborough Public Library is the main public library serving the residents of Marlborough, Massachusetts with lending materials, community programs, and information services.
-
A.
Milton Public Library
Milton Public Library is the main public library serving the town of Milton, Massachusetts, providing community access to books, media, and educational programs.
-
B.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local programs.
-
C.
Melrose Public Library
Melrose Public Library is the main public library serving the residents of Melrose, Massachusetts, providing access to books, digital resources, and community programs.
-
D.
Hampden Public Library
Hampden Public Library is the main public library serving the residents of Hampden, Maine, providing access to books, media, and community programs.
-
E.
Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational programs.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55649b75c819086b272f56ac73be4 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a1974348190b6c8ca74fb9da47e |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a828d7881908e3e9a14bc77103c |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.